building-ai-agent-on-cloudflare

You can build stateful AI agents on Cloudflare Workers using the Agents SDK to manage state via Durable Objects, enabling persistent context across connections and low-latency edge execution.

Cloudflare Durable Objects manage WebSocket connections for AI agents by providing real-time bidirectional communication and streaming responses while synchronizing state across multiple concurrent connections.

To deploy a Cloudflare AI agent using the Agents SDK, you need a Cloudflare account with Workers enabled, Node.js 18+, the Wrangler CLI, and appropriate Agents SDK bindings configured for stateful workers.

Yes, the Cloudflare Agents SDK supports agent scheduling, tool invocation patterns, and multi-agent orchestration, allowing you to automate tasks and execute tool calls directly within your stateful workers.

Use Durable Objects for edge AI agent state management when your application requires persistent context across connections, such as chat assistants, automation bots, or knowledge-worker assistants running at the edge.

The best way to start a Cloudflare AI agent project is to run the starter template provided by the Agents SDK, which initializes the required project structure and connects it to the Durable Objects bindings.